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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Automatic Poster Layout Generation | 1 | 1 | Feb 18, 2026 | |
| Instance-wise Federated Unlearning | 1 | 1 | Feb 18, 2026 | |
| Lane Count | 1 | 1 | Feb 18, 2026 | |
| Ego-lane Index | 1 | 1 | Feb 18, 2026 | |
| Lane Change Feasibility | 1 | 1 | Feb 18, 2026 | |
| Amodal 3D Object Proposal | 1 | 1 | Feb 18, 2026 | |
| Traffic Condition | 1 | 1 | Feb 18, 2026 | |
| Road Scene | 1 | 1 | Feb 18, 2026 | |
| Relative Camera Pose Evaluation |
| 1 |
| 2 |
| Mar 31, 2026 |
| Multi-camera Pose Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Dense Instance Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-camera geometry prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Watermark Purification | 1 | 1 | Feb 18, 2026 |
|---|
| Image-only low-shot recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Region-controlled text-to-image generation | 1 | 1 | Feb 18, 2026 |
|---|
| Dense foot contact estimation | 1 | 1 | Feb 18, 2026 |
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| Joint-level foot contact estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Neural Scene Reconstruction | 1 | 1 | Feb 18, 2026 |
|---|
| Spectral Reconstruction from RGB Images | 1 | 1 | Feb 18, 2026 |
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| Object Structure Preservation | 1 | 1 | Feb 18, 2026 |
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| Multi-weather Image Transformation | 1 | 1 | Feb 18, 2026 |
|---|
| MSI Status Classification | 1 | 1 | Feb 18, 2026 |
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| Spatio-temporal Video Question Answering | 1 | 1 | Feb 18, 2026 |
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| Multimodal Dental Image Analysis | 1 | 1 | Feb 18, 2026 |
|---|
| High-Resolution Salient Object Detection | 1 | 1 | Feb 18, 2026 |
|---|